3-D shear-layer model for the simulation of multiple wind turbine wakes: description and first assessment

Abstract. The number of turbines installed in offshore wind farms has strongly increased in the last years and at the same time the need for more precise estimations of the wind farm efficiency too. In this sense, the interaction between wakes has become a relevant aspect for the definition of a wind farm layout, for the assessment of its annual energy yield and for the evaluation of wind turbine fatigue loads. For this reason, accurate models for multiple overlapping wakes are a main concern of the wind energy community. Existing engineering models can only simulate single wakes, which are superimposed when they are interacting in a wind farm. This method is a practical solution, but it is not fully supported by a physical background. The limitation to single wakes is given by the assumption that the wake is axisymmetric. As an alternative, we propose a new shear-layer model that is based on the existing engineering wake models but is extended to also simulate non-axisymmetric wakes. In this paper, we present the theoretical background of the model and four application cases. We evaluate the new model for the simulation of single and multiple wakes using large-eddy simulations as reference. In particular, we report the improvements of the new model predictions in comparison to a sum-of-squares superposition approach for the simulation of three interacting wakes. The lower deviation from the reference considering single and multiple wakes encourages the further development of the model and promises a successful application for the simulation of wind farm flows.

[1]  Rebecca J. Barthelmie,et al.  Analytical modelling of wind speed deficit in large offshore wind farms , 2006 .

[2]  P. B. S. Lissaman Energy effectiveness of arbitrary arrays of wind turbines , 1979 .

[3]  A. Dyer A review of flux-profile relationships , 1974 .

[4]  J. Højstrup,et al.  A Simple Model for Cluster Efficiency , 1987 .

[5]  William H. Press,et al.  Numerical Recipes 3rd Edition: The Art of Scientific Computing , 2007 .

[6]  Rebecca J. Barthelmie,et al.  Modelling of Offshore Wind Turbine Wakes with the Wind Farm Program FLaP , 2003 .

[7]  Andreas Bechmann,et al.  A numerical study on the flow upstream of a wind turbine in complex terrain , 2016 .

[8]  C. Meneveau,et al.  Large eddy simulation study of fully developed wind-turbine array boundary layers , 2010 .

[9]  J. F. Ainslie,et al.  CALCULATING THE FLOWFIELD IN THE WAKE OF WIND TURBINES , 1988 .

[10]  Arthur P. Fraas,et al.  Energy Handbook (2nd Edition) , 1985 .

[11]  Siegfried Raasch,et al.  PALM - A large-eddy simulation model performing on massively parallel computers , 2001 .

[12]  N. Jenkins,et al.  Wind Energy Handbook: Burton/Wind Energy Handbook , 2011 .

[13]  S. Pope Turbulent Flows: FUNDAMENTALS , 2000 .

[14]  J. Sørensen,et al.  Wind turbine wake aerodynamics , 2003 .

[15]  Michael J. Werle Another engineering wake model variant for horizontal axis wind turbines , 2016 .

[16]  Julio Hernández,et al.  Survey of modelling methods for wind turbine wakes and wind farms , 1999 .

[17]  Gunner Chr. Larsen,et al.  Implementation of a Mixing Length Turbulence Formulation Into the Dynamic Wake Meandering Model , 2012 .

[18]  Neil Adams,et al.  An evaluation of the predictive accuracy of wake effects models for offshore wind farms , 2016 .

[19]  Torben J. Larsen,et al.  Calibration and Validation of the Dynamic Wake Meandering Model for Implementation in an Aeroelastic Code , 2010 .

[20]  Ewan Machefaux,et al.  Multiple Turbine Wakes , 2015 .